AIOps Essentials (Autoscaling Kubernetes with Prometheus Metrics)

Brought by: A Cloud Guru

Overview

This course establishes a baseline for AIOps by utilizing Prometheus for managing time-series metrics produced by Node Exporter and cAdvisor. The course guides the student through the fundamental concepts required for AIOps and the use of streaming metrics to influence autoscaling. The culmination of the course is the integration of the Prometheus rules with the Kubernetes APIServer to scale nodes in an active Kubernetes cluster.Interactive Diagram: https://interactive.linuxacademy.com/diagrams/AIOpsEssentials.html

Syllabus

Introduction
Monitoring and Metrics
Exporting Metrics For AIOps
Alerts and Triggers
Using Linear Regression With Kubernetes
Scaling an Infrastructure
Summation

Taught by

John David Marx

Computer Science / Prometheus

AIOps Essentials (Autoscaling Kubernetes with Prometheus Metrics)

Go to course

AIOps Essentials (Autoscaling Kubernetes with Prometheus Metrics)

Brought by: A Cloud Guru

A Cloud Guru
Paid
English
Certificate Available
Available at any time
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Messages Timeline Exceptions Views14 Route Queries6 Models5 Gate Session Request

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